Tonic Validate guide

The Tonic Validate application and Validate SDK (tonic_validate) allow you to measure how well your RAG LLM system performs.

Validate calculates rigorous LLM-assisted RAG evaluation metrics. You can also use tonic_validate to compute RAG metrics outside the context of a Validate project.

In Validate:

  • Development projects track the performance of a RAG system that is under development.

  • Production monitoring projects track how well a production RAG system answers questions from actual users.

For development projects, Validate also provides an integration with Ragas, tonic_ragas_logger, that allows you to visualize Ragas evaluation results in Validate.

Get started

Configure benchmarks and projects

Create and review development project runs

Connect and monitor a production RAG system

Code examples

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